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Description:Added content for echelon form consistency theorem
# The echelon form can be used to determine if a linear system is consistent.Put content here**Theorem: Echelon Form and Consistency** ⏎ A linear system is consistent if and only if the rightmost column of its augmented matrix is NOT a pivot column in the echelon form. ⏎ **Statement:** Given an augmented matrix `[A | b]`, the system `Ax = b` is consistent if and only if the echelon form of `[A | b]` has no row of the form: ``` [ 0 0 ... 0 | c ] ``` where `c ≠ 0`. ⏎ **Explanation:** Such a row corresponds to the equation `0 = c` (with `c ≠ 0`), which is a contradiction. This happens precisely when the last column (the constants) becomes a pivot column during row reduction. ⏎ **Procedure to check consistency:** 1. Row reduce the augmented matrix to echelon form 2. Examine each row: if any row has all zeros in the coefficient part but a nonzero entry in the constant column, the system is inconsistent 3. Otherwise, the system is consistent ⏎ **Corollary:** A homogeneous system `Ax = 0` is always consistent (the trivial solution `x = 0` always exists), since the last column is always zero and can never become a pivot. # Parents * Linear systems and echelon matrices
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